Multigrid Methods on GPUs : High Performance GPGPU Solvers for Partial Differential Equations

Language: English

Published by VDM Verlag Dr. Müller, 2008

3836499703 / 9783836499705

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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nach der Bestellung gedruckt Neuware - Printed after ordering - Many important algorithms in fields such as image processing or physical simulation necessitate solving systems of partial differential equations. Multigrid methods belong to the fastest and most versatile numerical schemes available for this purpose. With the advent of programmable graphics processing units (GPUs) there have been numerous efforts to use their capabilities - massively parallel floating point computation and high memory bandwidth - in high performance computing. In this work, multigrid methods are evaluated for their suitability towards a GPU implementation. After some introductory material on general purpose GPU programming and a short mathematical overview, a multigrid solver for the 2D Poisson equation built on C++, OpenGL and GLSL is presented in detail. The performance of various implementation techniques is benchmarked and interpreted, a number of optimization strategies are tested and the final results are compared across different hardware platforms and to a traditional CPU-based implementation. This book is aimed at scientists and programmers interested in using the potential of GPUs to speed up their multigrid-based numerical solvers.

Seller Inventory # 9783836499705

Title
Multigrid Methods on GPUs : High Performance GPGPU Solvers for Partial Differential Equations
Author
Peter Thoman
Publisher
VDM Verlag Dr. Müller
Publication year
2008
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3836499703
ISBN 13
9783836499705
Item weight
112 grams
Dimensions
220x150x4 mm

AHA-BUCH GmbH

Einbeck, Germany

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AbeBooks seller since August 14, 2006

Shipping rates from Germany to U.S.A.

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